content-transformation
Convert content between formats, summarize at different levels, and repurpose for various platforms. Use when asked to convert to markdown, create summaries of varying lengths, make tweets, create flashcards, or process video content. Triggers include "convert to markdown", "summarize in one sentence", "make this a tweet", "create flashcards", "TL;DR", "summarize this video", "export as CSV".
When & Why to Use This Skill
The Content Transformation skill is a versatile AI tool designed to streamline information processing by converting, summarizing, and repurposing content across multiple formats. It enables users to instantly transform long-form text or video into concise summaries, clean Markdown, structured CSV data, or platform-ready social media posts. By automating the transition between different media types and detail levels, it significantly enhances productivity for researchers, content creators, and students who need to distill complex information into actionable formats.
Use Cases
- Multi-Level Summarization: Generate progressive summaries ranging from a single-sentence TL;DR to detailed 5-level breakdowns for complex articles and documents.
- Cross-Platform Repurposing: Automatically transform long-form blog posts or research papers into engaging Tweets or social media snippets to maximize content reach.
- Video Intelligence: Extract key takeaways, timestamps, and structured chapters from YouTube videos to facilitate rapid learning without watching the full content.
- Format Conversion & Data Extraction: Convert unstructured text or broken HTML into clean Markdown for documentation, or export structured data into CSV files for spreadsheet analysis.
- Educational Tooling: Instantly turn lecture notes, technical manuals, or study materials into Q&A flashcards to improve knowledge retention and exam preparation.
| name | content-transformation |
|---|---|
| description | Convert content between formats, summarize at different levels, and repurpose for various platforms. Use when asked to convert to markdown, create summaries of varying lengths, make tweets, create flashcards, or process video content. Triggers include "convert to markdown", "summarize in one sentence", "make this a tweet", "create flashcards", "TL;DR", "summarize this video", "export as CSV". |
Content Transformation
Convert, summarize, and repurpose content across formats and platforms.
Pattern Selection
| Intent | Pattern | When to Use |
|---|---|---|
| Standard summary | summarize |
Balanced key points extraction |
| Micro summary | summarize_micro |
Extremely concise (1-2 sentences) |
| 5-level summary | create_5_sentence_summary |
Progressive: 5 words → 5 sentences |
| Key points | create_summary |
Bullet-point key takeaways |
| One-liner + bullets | create_micro_summary |
One sentence + supporting points |
| To Markdown | convert_to_markdown |
Any format → clean Markdown |
| HTML cleanup | sanitize_broken_html_to_markdown |
Broken HTML → Markdown |
| To CSV | export_data_as_csv |
Structured data → CSV |
| To Tweet | tweet |
Content → tweet-length |
| To Flashcards | to_flashcards |
Content → Q&A flashcards |
| Create flashcards | create_flash_cards |
Generate study flashcards |
| Callout blocks | md_callout |
Create Markdown callouts |
| Video summary | youtube_summary |
YouTube → key points + timestamps |
| Video chapters | create_video_chapters |
Video → timestamped chapters |
| Latest video | extract_latest_video |
Get latest video info |
| Video ID | extract_videoid |
Extract video IDs from URLs |
Decision Flow
User request
│
├─ Summarization ─┬─ "one sentence/TL;DR" ──→ summarize_micro
│ ├─ "5-level/progressive" ──→ create_5_sentence_summary
│ ├─ "key points/bullets" ──→ create_summary
│ └─ general ──→ summarize
│
├─ Format conversion ─┬─ "markdown" ──→ convert_to_markdown
│ ├─ "CSV/spreadsheet" ──→ export_data_as_csv
│ ├─ "tweet" ──→ tweet
│ └─ "flashcards" ──→ to_flashcards
│
└─ Video content ─┬─ "summarize video" ──→ youtube_summary
└─ "chapters/timestamps" ──→ create_video_chapters
Pattern References
See references/ for full patterns:
- summarize.md
- summarize_micro.md
- create_5_sentence_summary.md
- convert_to_markdown.md
- tweet.md
- to_flashcards.md
- youtube_summary.md
Output Guidelines
- Preserve essential meaning in all transformations
- Match output format conventions exactly (valid Markdown, proper CSV escaping)
- For summaries: scale detail to requested length
- For social: respect platform character limits
- For study materials: focus on testable concepts